A mathematical model for pancreatic cancer during intraepithelial neoplasia

被引:0
|
作者
Briones-Andrade, Joshua [1 ]
Ramirez-Santiago, Guillermo [2 ]
Romero-Arias, J. Roberto [3 ]
机构
[1] Univ Nacl Autonoma Mexico, Fac Ciencias, Ciudad De Mexico, Mexico
[2] Univ Nacl Autonoma Mexico, Inst Matemat, Juriquilla, Queretaro, Mexico
[3] Univ Nacl Autonoma Mexico, Inst Invest Matemat Aplicadas & Sistemas, Ciudad De Mexico, Mexico
来源
ROYAL SOCIETY OPEN SCIENCE | 2024年 / 11卷 / 10期
关键词
network regulation; negative and positive feedback; delay differential equations; mechanical forces; inflammation; STELLATE CELLS; CLASSIFICATION; PATHOGENESIS; INFLAMMATION; MECHANISM; ELASTOGRAPHY; NOMENCLATURE; CARCINOMA; DIAGNOSIS; PROTEINS;
D O I
10.1098/rsos.240702
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Cancer is the result of complex interactions of intrinsic and extrinsic cell processes, which promote sustained proliferation, resistance to apoptosis, reprogramming and reorganization. The evolution of any type of cancer emerges from the role of the microenvironmental conditions and their impact of some molecular complexes on certain signalling pathways. The understanding of the early onset of cancer requires a multiscale analysis of the cellular microenvironment. In this paper, we analyse a qualitative multiscale model of pancreatic adenocarcinoma by modelling the cellular microenvironment through elastic cell interactions and their intercellular communication mechanisms, such as growth factors and cytokines. We focus on the low-grade dysplasia (PanIN 1) and moderate dysplasia (PanIN 2) stages of pancreatic adenocarcinoma. To this end, we propose a gene-regulatory network associated with the processes of proliferation and apoptosis of pancreatic cells and its kinetics in terms of delayed differential equations to mimic cell development. Likewise, we couple the cell cycle with the spatial distribution of cells and the transport of growth factors to show that the adenocarcinoma evolution is triggered by inflammatory processes. We show that the oncogene RAS may be an important target for developing anti-inflammatory strategies that limit the emergence of more aggressive adenocarcinomas.
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页数:18
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